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Population
Entire group about whom conclusion is to be drawn
Sample
Portion of population actually observed for the study
Random sample
each individual has equal chance of being selected, minimizes bias
“Artificial” World
Laboratory setting, controlled
“Real” World
Natural setting, naturalistic
Advantage and disadvantages of Laboratory settings
Allows researchers to strictly control variables and establish clear cause-and-effect relationships, but it creates an artificial environment that may not reflect real-world behavior
Advantage and disadvantages of Natural settings
Lets researchers study genuine, real-world behavior without artificial laboratory constraints, but it lacks experimental control, making it difficult to prove cause and effect.
Mean
average score
Median
midpoint
Mode
most frequent score
a = ___ (confidence level)
0.05
Research Ethics
Research participants have rights, risks to participants must be balanced against scientific merit of the study. Researchers have a responsibility to protect participants from pshycial and mental harm.
APA Ethics Guidelines
informed consent
confidentiality
debriefing
deception
Example of an Observation
Survivors of spousal suicide were more likely to get sick than those whose spouses died from accidents.
Example of a Hypothesis
Those who write about trauma have better physical health.
Example of a Test
Subjects wrote either about trauma or uninteresting topic.
Example of a Conclusion
Trauma writing group had better physical health.
Example of an Evaluation
Expressive writing can have health benefits.